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Diffstat (limited to 'results/babyai_shared/pickup_p2/seed4103_bp.json')
| -rw-r--r-- | results/babyai_shared/pickup_p2/seed4103_bp.json | 262 |
1 files changed, 262 insertions, 0 deletions
diff --git a/results/babyai_shared/pickup_p2/seed4103_bp.json b/results/babyai_shared/pickup_p2/seed4103_bp.json new file mode 100644 index 0000000..4080f66 --- /dev/null +++ b/results/babyai_shared/pickup_p2/seed4103_bp.json @@ -0,0 +1,262 @@ +{ + "condition": "bp", + "config": { + "action_dim": 7, + "context_gain": 1.0, + "hidden_layers": 4, + "input_dim": 3964, + "learning_rate": 0.03, + "mission_dim": 23, + "momentum": 0.9, + "reciprocal_learning_rate": 0.03, + "weight_decay": 0.0001, + "width": 256 + }, + "data": { + "color_cardinality": 6, + "elapsed_seconds": 81.82925486564636, + "env_id": "BabyAI-PickupLoc-v0", + "minigrid_version": "3.1.0", + "object_cardinality": 11, + "protocol": "babyai_shared_feedback_b0", + "rollout_episodes": 500, + "rollout_seed_start": 200000, + "state_cardinality": 3, + "train_episodes": 20000, + "train_steps": 121467, + "validation_episodes": 2000, + "validation_steps": 12347, + "vocabulary": [ + "<unk>", + "a", + "ball", + "behind", + "blue", + "box", + "front", + "green", + "grey", + "in", + "key", + "left", + "of", + "on", + "pick", + "purple", + "red", + "right", + "the", + "up", + "yellow", + "you", + "your" + ] + }, + "epoch_history": [ + { + "epoch": 1, + "train_loss": 0.6392265326098392 + }, + { + "epoch": 2, + "train_loss": 0.49516982342067517 + }, + { + "epoch": 3, + "train_loss": 0.4656036344327425 + }, + { + "epoch": 4, + "train_loss": 0.4490726175433711 + }, + { + "epoch": 5, + "train_loss": 0.42668137694659986 + }, + { + "epoch": 6, + "train_loss": 0.3981025429148423 + }, + { + "epoch": 7, + "train_loss": 0.3687292110292535 + }, + { + "epoch": 8, + "train_loss": 0.3368211528815721 + }, + { + "epoch": 9, + "train_loss": 0.3183619886950443 + }, + { + "epoch": 10, + "train_loss": 0.29898343581902354 + }, + { + "epoch": 11, + "train_loss": 0.28272959040968043 + }, + { + "epoch": 12, + "train_loss": 0.26972324841900874 + }, + { + "epoch": 13, + "train_loss": 0.26071007860334294 + }, + { + "epoch": 14, + "train_loss": 0.25385804000653717 + }, + { + "epoch": 15, + "train_loss": 0.2435340386315396 + }, + { + "epoch": 16, + "train_loss": 0.23799892532198053 + }, + { + "epoch": 17, + "train_loss": 0.2289504592355929 + }, + { + "epoch": 18, + "train_loss": 0.22272453988853252 + }, + { + "epoch": 19, + "train_loss": 0.2201314499503688 + }, + { + "epoch": 20, + "train_loss": 0.21376912342874627 + }, + { + "epoch": 21, + "train_loss": 0.20853730493470243 + }, + { + "epoch": 22, + "train_loss": 0.20172592633648923 + }, + { + "epoch": 23, + "train_loss": 0.19995384768435828 + }, + { + "epoch": 24, + "train_loss": 0.19138428857451992 + }, + { + "epoch": 25, + "train_loss": 0.185930360743874 + }, + { + "epoch": 26, + "train_loss": 0.17905265743795193 + }, + { + "epoch": 27, + "train_loss": 0.17856170729586954 + }, + { + "epoch": 28, + "train_loss": 0.17182566167492616 + }, + { + "epoch": 29, + "train_loss": 0.16652865444359027 + }, + { + "epoch": 30, + "train_loss": 0.16592447939671967 + }, + { + "epoch": 31, + "train_loss": 0.16058228897420984 + }, + { + "epoch": 32, + "train_loss": 0.15412096956842825 + }, + { + "epoch": 33, + "train_loss": 0.1573458581692294 + }, + { + "epoch": 34, + "train_loss": 0.14750758492632915 + }, + { + "epoch": 35, + "train_loss": 0.14922092113055682 + }, + { + "epoch": 36, + "train_loss": 0.14258274528541062 + }, + { + "epoch": 37, + "train_loss": 0.1406223738664075 + }, + { + "epoch": 38, + "train_loss": 0.13483527417245664 + }, + { + "epoch": 39, + "train_loss": 0.13803405683291586 + }, + { + "epoch": 40, + "train_loss": 0.1281460135861447 + } + ], + "epochs_completed": 40, + "finite": true, + "first_nonfinite_epoch": null, + "mission_lesion_rollout": { + "episodes": 500, + "mean_length": 43.936, + "mean_return": 0.33075, + "success": 0.486 + }, + "mission_lesion_validation": { + "accuracy": 0.7431764801166275, + "loss": 0.9334571064749526 + }, + "predictor": [], + "provenance": { + "cuda_device_name": "NVIDIA GeForce GTX 1080", + "cuda_peak_allocated_bytes": 130533376, + "cuda_visible_devices": "0", + "device": "cuda:0", + "git_commit": "7b7d7a08a5e78c3379397f01f0c9af97d5d84fbd", + "git_dirty_tracked": false, + "minigrid_version": "3.1.0", + "torch_version": "2.3.1+cu118" + }, + "rollout": { + "episodes": 500, + "mean_length": 26.046, + "mean_return": 0.607328125, + "success": 0.736 + }, + "stage": "babyai_pickup_p2", + "training": { + "batch_size": 256, + "history_steps": 4, + "model_seed": 4103, + "neutral_examples_per_epoch": 0, + "parameter_count_including_reciprocal_context_predictor": 1438215, + "shuffle_seed": 4103, + "total_wall_seconds_including_rollouts": 165.793874502182, + "training_wall_seconds": 151.43734502792358 + }, + "validation": { + "accuracy": 0.8766501984287681, + "loss": 0.34083314674570847 + } +} |